Multi-agent AI architectures are rising to prominence as a transformative force in the realm of artificial intelligence. These intelligent systems comprise multiple autonomous entities that collaborate to achieve common goals. By harnessing the power of collective intelligence, multi-agent AI can tackle complex issues that are beyond the capabiliti